id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-33556	Nunes, Rafael Oleques; Puttlitz, Letícia Maria; Boll, Antonio Oss; Spritzer, Andre; Freitas, Carla Maria Dal Sasso; Balreira, Dennis Giovani; Tavares, Anderson Rocha	An Ensemble of LLMs Finetuned with LoRA for NER in Portuguese Legal Documents	2024		.htm	text/html	5609	335	53	To the best of our knowledge, our work is the first to analyze the efficacy of using LoRA to fine-tune BERT models specifically for legal NER tasks and to explore the design and implementation of prompt engineering techniques for using LLM to ensemble legal NER models. [19] investigated how a semi-supervised technique can improve BERTimbau’s performance in the legislative domain, demonstrating that such techniques can enhance model results.	cache/bracis-33556.htm	txt/bracis-33556.txt